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8 posts found
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May 08, 2023
acx
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13 min 1,946 words 363 comments 184 likes podcast (14 min)
Scott Alexander examines Constitutional AI, a new technique for training more ethical AI models, discussing its effectiveness, implications, and limitations for AI alignment. Longer summary
Scott Alexander discusses Constitutional AI, a new technique developed by Anthropic to train AI models to be more ethical. The process involves the AI rewriting its own responses to be more ethical, creating a dataset of first and second draft answers, and then training the AI to produce answers more like the ethical second drafts. The post explores the effectiveness of this method, its implications for AI alignment, and potential limitations. Scott compares it to cognitive behavioral therapy and human self-reflection, noting that while it's a step forward in controlling current language models, it may not solve alignment issues for future superintelligent AIs. Shorter summary
Jan 22, 2020
ssc
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24 min 3,627 words 452 comments podcast (27 min)
Scott Alexander reviews a book about Chinese education, comparing it to criticisms of US schools and examining evidence for discipline-focused vs. creativity-focused approaches to education. Longer summary
Scott Alexander reviews a book review of 'Little Soldiers', which describes the Chinese education system. The book's author, Lenora Chu, initially resists the strict methods but eventually sees benefits in her son's behavior. Scott compares this to criticisms of the US education system and discusses the debate between discipline-focused and creativity-focused approaches. He examines various pieces of evidence, including twin studies, historical examples, and trends in US education, but finds no conclusive answer. Scott suggests the Polgar method of intense but interest-driven education as a potential compromise. Shorter summary
Jun 13, 2018
ssc
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20 min 3,048 words 814 comments
Scott Alexander shares a diverse collection of interesting links on topics ranging from science and politics to economics and culture, with brief commentary on many items. Longer summary
This post is a collection of links to various interesting articles, studies, and news items. It covers a wide range of topics including scientific discoveries, political events, economic trends, technological advancements, and cultural phenomena. Scott Alexander provides brief commentary on many of the links, often adding context or his own thoughts. The tone is informative and occasionally humorous, with a focus on sharing intriguing information across diverse fields. Shorter summary
May 16, 2018
ssc
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89 min 13,740 words 180 comments podcast (91 min)
Scott Alexander argues strongly for basic income over basic jobs guarantees, citing numerous advantages of basic income and potential pitfalls of basic jobs programs. Longer summary
Scott Alexander argues strongly against the idea of a basic jobs guarantee, preferring a basic income guarantee instead. He presents 11 main arguments: 1) Basic jobs don't help the disabled, 2) They don't help caretakers, 3) They don't help parents, 4) Jobs are actually a big cause of poverty, 5) Basic jobs may not pay for themselves through useful work, 6) It's hard to deal with bad workers in a basic jobs system, 7) It's hard for workers to escape bad workplaces, 8) Basic income could fix private industry while basic jobs could destroy it, 9) Basic income supports personal development while basic jobs prevent it, 10) Basic income puts everyone on the same side while basic jobs preserve class divisions, and 11) Work itself is often unpleasant and meaningless. He then addresses counterarguments, including concerns about UBI's effects, the need for work to provide meaning, and the potential benefits of public works. Scott concludes that while basic jobs might be better than nothing, they risk hijacking the utopian potential of basic income and perpetuating many problems of the current system. Shorter summary
Sep 05, 2017
ssc
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43 min 6,598 words 271 comments podcast (47 min)
Scott Alexander reviews 'Surfing Uncertainty' by Andy Clark, exploring the predictive processing model of brain function and its wide-ranging explanatory power. Longer summary
Scott Alexander reviews the book 'Surfing Uncertainty' by Andy Clark, which explains the predictive processing model of how the brain works. This model posits that the brain is constantly making predictions about sensory input and updating its models based on prediction errors. Scott explores how this theory can explain various phenomena like attention, imagination, learning, motor behavior, and even psychiatric conditions like autism and schizophrenia. He finds the model compelling and potentially explanatory for a wide range of cognitive and perceptual processes. Shorter summary
Aug 16, 2017
ssc
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27 min 4,123 words 514 comments podcast (33 min)
Scott Alexander attends the Effective Altruism Global 2017 conference, describing both the practical charity work and bizarre philosophical speculations of the movement, ultimately admiring their genuine commitment to doing good. Longer summary
Scott Alexander describes his experience at the Effective Altruism Global 2017 conference in San Francisco. He details the impressive scale of charitable work being done by various EA organizations, but also highlights the more unusual and philosophical aspects of the movement. These range from concerns about wild animal suffering to speculations about consciousness and fundamental physics. Scott reflects on how the EA movement combines practical, data-driven charity work with deeply weird philosophical explorations. He concludes by expressing admiration for the genuine goodness and dedication of the EA community, seeing them as a bright spot in a troubled world. Shorter summary
Feb 16, 2016
ssc
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19 min 2,865 words 469 comments
A collection of interesting links and brief commentary spanning topics from scientific research to cultural phenomena, including updates on various studies challenging previous beliefs. Longer summary
This is a links post containing short summaries and comments on various news, studies, and interesting articles. Topics covered include gun violence research, genetic studies, college admissions and tuition, nutrition science, criminal justice reform, and cultural effects. Scott discusses new research challenging previous beliefs about bilingualism and drug side effects, shares interesting discoveries about religious effects on society, and provides updates on various scientific and technological developments. The post also includes commentary on political developments, interesting place names, and various cultural phenomena. Shorter summary
Apr 20, 2015
ssc
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9 min 1,315 words 363 comments
Scott shares and comments on various interesting links covering science, politics, and curiosities, with particular focus on recent studies in genetics and psychology. Longer summary
This is a links post collecting various interesting news and studies from different fields. Topics range from scientific discoveries about probiotics and neurons, to political news about Hillary Clinton and Obamacare, to peculiar historical facts about town names and statistical centers. Scott provides brief commentary on many of the links, expressing particular interest in studies about genetics, social mobility, and cognitive behavioral therapy. Shorter summary
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